Description

This analysis provides a forecast of ETH prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2025-05-25 1957.763095 2129.663076 2303.709959 2492.828884 2692.230974 2895.939380 3119.480724
2025-06-01 1686.337083 1943.956327 2214.688835 2519.211793 2851.007681 3200.411755 3595.012360
2025-06-08 1484.072685 1788.976714 2118.573226 2498.859626 2923.059384 3379.334171 3904.828069
2025-06-15 1375.713706 1720.439341 2101.719898 2550.612575 3060.576709 3618.039524 4269.584809
2025-06-22 1263.217606 1635.194201 2055.457058 2559.422449 3141.389665 3786.686220 4550.591574
2025-06-29 1159.895954 1551.592782 2003.091972 2553.804092 3199.298261 3924.253840 4792.257600
2025-07-06 1034.416492 1432.656784 1901.422231 2483.281103 3175.647063 3963.253026 4916.906354
2025-07-13 1003.340499 1425.741513 1930.630416 2565.272753 3328.588731 4204.747191 5273.941434
2025-07-20 955.578206 1394.424756 1927.293646 2605.709994 3430.489901 4385.687033 5560.337222
2025-07-27 897.956397 1346.884430 1900.876215 2615.362590 3493.395000 4519.314647 5790.533130
2025-08-03 839.269621 1294.443568 1865.336318 2611.114182 3537.321051 4628.881927 5991.353366
2025-08-10 793.801467 1256.710418 1846.125357 2625.197369 3602.058930 4762.263511 6219.895113
2025-08-17 737.457511 1202.287710 1804.175338 2610.075796 3631.156323 4854.049365 6401.219494
2025-08-24 702.016966 1174.608482 1795.623639 2636.481393 3711.400205 5007.939544 6657.993498
2025-08-31 650.914506 1122.182851 1751.964282 2615.509036 3730.481424 5085.944430 6822.229482
2025-09-07 631.598320 1113.672689 1766.031096 2668.885925 3843.128591 5278.807720 7126.480749
2025-09-14 597.637167 1082.085609 1747.335830 2677.971270 3898.477943 5400.435187 7343.685231
2025-09-21 560.862935 1044.334108 1718.512878 2672.177279 3933.625842 5496.258194 7528.900014
2025-09-28 504.499114 973.990447 1641.656140 2599.438939 3879.930625 5479.187747 7573.269808
2025-10-05 502.095310 986.131518 1680.868604 2684.004328 4031.748132 5721.323259 7940.347482
2025-10-12 486.550620 976.877908 1688.980419 2725.701098 4127.211920 5892.453837 8219.585026
2025-10-19 462.379880 952.684405 1674.598277 2735.653416 4180.269906 6009.562521 8431.442316
2025-10-26 435.518461 922.697960 1650.603896 2731.273136 4213.566480 6101.053298 8611.055807